When someone asks about the first digit of numbers in a set, it leads me to think of Benford's law.[0]
If the question is indeed about a monetary value, I wonder if the specific currency used makes a difference (not, I'm guessing).
[0]https://en.wikipedia.org/wiki/Benford%27s_law